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Udemy - Spatial Data Visualization and Machine Learning in Python

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1.4 GB

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Category

Other

Added

10/13/22 at 9:41pm GMT+1

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Verified by VeriPLUS

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2319a7ff7bb9c2065ecbb62be05269732bc7df7f

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Description

[ DevCourseWeb.com ] Spatial Data Visualization and Machine Learning in Python

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Last updated 06/2020

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + srt | Duration: 21 lectures (4h 42m) | Size: 1.46 GB

Building an Analytics Dashboard to Analyze and Predict Quakes using Bokeh and Python

What you'll learn

Data Visualization

Data Analysis

Data Transformation and Manipulation

Python and Bokeh

Geospatial Machine Learning

Geo Mapping

Python Programming

Creating Dashboards

Requirements

Basic Understanding of Python

Little or no understanding of GIS

Basic understanding of Programming concepts

Basic understanding of Data

Basic understanding of what Machine Learning is

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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...

File list

Udemy - Spatial Data Visualization and Machine Learning in Python
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 94.5 MB
~Get Your Files Here !/1. Introduction/1. Introduction.srt 14.4 KB
~Get Your Files Here !/2. Setup and Installations/1. Python Installation.mp4 19.2 MB
~Get Your Files Here !/2. Setup and Installations/1. Python Installation.srt 3.5 KB
~Get Your Files Here !/2. Setup and Installations/2. Installing Bokeh.mp4 34.1 MB
~Get Your Files Here !/2. Setup and Installations/2. Installing Bokeh.srt 4.3 KB
~Get Your Files Here !/3. Data Preparation/1. Data Preparation.mp4 116 MB
~Get Your Files Here !/3. Data Preparation/1. Data Preparation.srt 21.5 KB
~Get Your Files Here !/4. Data Visualization/1. Creating a Bar Chart.mp4 77.6 MB
~Get Your Files Here !/4. Data Visualization/1. Creating a Bar Chart.srt 13.9 KB
~Get Your Files Here !/4. Data Visualization/2. Creating a Line Chart.mp4 54.8 MB
~Get Your Files Here !/4. Data Visualization/2. Creating a Line Chart.srt 10.9 KB
~Get Your Files Here !/4. Data Visualization/3. Creating a Doughnut Chart.mp4 103.2 MB
~Get Your Files Here !/4. Data Visualization/3. Creating a Doughnut Chart.srt 19.1 KB
~Get Your Files Here !/4. Data Visualization/4. Creating a Magnitude Plot.mp4 146.1 MB
~Get Your Files Here !/4. Data Visualization/4. Creating a Magnitude Plot.srt 26.2 KB
~Get Your Files Here !/4. Data Visualization/5. Creating a Geo Map Plot.mp4 96.5 MB
~Get Your Files Here !/4. Data Visualization/5. Creating a Geo Map Plot.srt 17.7 KB
~Get Your Files Here !/4. Data Visualization/6. Creating a Grid Plot.mp4 77.5 MB
~Get Your Files Here !/4. Data Visualization/6. Creating a Grid Plot.srt 11 KB
~Get Your Files Here !/5. Machine Learning/1. Data Pre-processing.mp4 114.5 MB
~Get Your Files Here !/5. Machine Learning/1. Data Pre-processing.srt 17.7 KB
~Get Your Files Here !/5. Machine Learning/2. Building a Predictive Model.mp4 102.3 MB
~Get Your Files Here !/5. Machine Learning/2. Building a Predictive Model.srt 16 KB
~Get Your Files Here !/5. Machine Learning/3. Building a Prediction Dataset.mp4 31.7 MB
~Get Your Files Here !/5. Machine Learning/3. Building a Prediction Dataset.srt 6.4 KB
~Get Your Files Here !/6. Building the Dashboard/1. Adding predicted data to our plots - Part 1.mp4 74 MB
~Get Your Files Here !/6. Building the Dashboard/1. Adding predicted data to our plots - Part 1.srt 10.3 KB
~Get Your Files Here !/6. Building the Dashboard/2. Adding predicted data to our plots - Part 2.mp4 74.4 MB
~Get Your Files Here !/6. Building the Dashboard/2. Adding predicted data to our plots - Part 2.srt 10.9 KB
~Get Your Files Here !/6. Building the Dashboard/3. Adding predicted data to our plots - Part 3.mp4 77.1 MB
~Get Your Files Here !/6. Building the Dashboard/3. Adding predicted data to our plots - Part 3.srt 12.2 KB
~Get Your Files Here !/6. Building the Dashboard/4. Adding the Grid Plot.mp4 50.3 MB
~Get Your Files Here !/6. Building the Dashboard/4. Adding the Grid Plot.srt 7 KB
~Get Your Files Here !/7. Creating the Dashboard Server/1. Installing Visual Studio Code.mp4 6 MB
~Get Your Files Here !/7. Creating the Dashboard Server/1. Installing Visual Studio Code.srt 952 B
~Get Your Files Here !/7. Creating the Dashboard Server/2. Creating the Project and Virtual Environment.mp4 43.8 MB
~Get Your Files Here !/7. Creating the Dashboard Server/2. Creating the Project and Virtual Environment.srt 7.6 KB
~Get Your Files Here !/7. Creating the Dashboard Server/3. Building and Running the Server.mp4 67.8 MB
~Get Your Files Here !/7. Creating the Dashboard Server/3. Building and Running the Server.srt 10.7 KB
~Get Your Files Here !/8. Project Source Code/1. Source Code and Notebook.html 192 B
~Get Your Files Here !/Bonus Resources.txt 386 B

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